Development & Code Intelligence Tool

The AI Code Review Tool

Analyze any snippet or file for bugs, security issues, performance, style, and maintainability — with severity-ranked, actionable suggestions an agent can apply, on infrastructure you control.

Explore VDF AI Agents
5Review dimensions in one pass
RankedFindings by severity
ActionableConcrete fix suggestions
100%On-prem, code never leaves
The Review Problem

Review is the bottleneck nobody has time for

Thorough code review catches bugs and security holes before they ship — but it’s slow, inconsistent, and the first thing dropped under deadline. The reviews that do happen vary wildly by who runs them.

01

Reviews get skipped

Under pressure, careful review is the first corner cut.

02

Quality is inconsistent

What gets caught depends entirely on who happens to review.

03

Security is an afterthought

Most reviews focus on logic and miss the security implications.

04

Hosted tools see your code

Sending source to a cloud review service is a non-starter for IP-sensitive teams.

How the Tool Works

Consistent, multi-dimensional review

Coverage

Five dimensions in one pass

Bugs to maintainability.

The tool reviews code across bugs, security, performance, style, and maintainability — or you focus it on just the dimensions that matter for this change — giving every review the same broad, consistent lens.

  • Bug and logic analysis
  • Security issue detection
  • Performance and style checks
  • Focus on chosen dimensions
5
Dimensions

One consistent pass

BugsSecurityPerformanceMaintainability

Signal

Severity-ranked, actionable

Fix the important things first.

Findings come ranked by severity with a threshold you set, so an agent surfaces errors before nitpicks — and each finding includes a concrete suggestion, not just a complaint.

Ranked
By Severity

Threshold the noise

ErrorsWarningsInfoSuggestions

Governance

On-premise review

Your source stays your source.

Review runs inside your perimeter with audit logging, so even proprietary code gets consistent automated review without ever being sent to a third-party service.

100%
On-Prem

IP-safe, logged

On-premIP-safeAudit logPrivate
Inputs

Parameters

The code_review tool accepts these inputs when an agent calls it. Required inputs are flagged.

Name Type Required Description
code string Optional Code to review (provide this or file_path).
file_path string Optional Path to the file to review (alternative to code).
language string Optional Programming language (auto-detected if file_path is given).
focus array
default: [all]
Optional Aspects to focus the review on. bugssecurityperformancestylemaintainabilityall
severity_threshold string
default: info
Optional Minimum severity to report. infowarningerror
Where it pays back

Where code review pays back

PR pre-review

Catch issues before a human reviewer ever opens the PR.

Security gating

Focus the review on security before merging sensitive changes.

Legacy hardening

Review old code for risks no one has looked at in years.

Onboarding feedback

Give new engineers consistent, fast feedback on their code.

Refactor checks

Confirm a refactor didn’t introduce regressions or smells.

Agent workflows

Let a review agent gate code in a multi-step delivery network.

How VDF AI connects it

Assigned to agents, orchestrated as networks

On VDF AI, an industry’s use cases map to agents, and you assign tools like this one to those agents. Compose multiple agents into a governed, on-premise network.

ROI Snapshot

What changes after you assign it

Consistent
Every change reviewed the same
Earlier
Bugs caught before merge
Security
Reviewed by default
100%
Reviewed without code leaving
FAQ

Questions about the AI Code Review tool

What does the AI code review tool do?

It analyzes a code snippet or file across bugs, security, performance, style, and maintainability, returning severity-ranked findings with concrete suggestions. Assigned to an agent, it brings consistent automated review to every change.

Can I focus the review?

Yes. The focus parameter limits the review to the dimensions you care about — for example just security and bugs — and severity_threshold filters out findings below the level you set.

Does it replace human review?

It augments it. The tool catches the routine and the easy-to-miss issues consistently, so human reviewers spend their time on design and intent rather than line-by-line checking.

Is our code exposed?

No. Review runs on-premise or in your sovereign cloud with audit logging, so proprietary source never leaves your perimeter.

How does it fit a delivery workflow?

It is often assigned alongside the PR review assistant and security scan, and composed into a network that reviews, scans, and gates every pull request.

Make consistent code review automatic

See the AI code review tool gate changes for an engineering agent — on infrastructure you control.